record_id
stringlengths
12
12
site_id
stringclasses
988 values
country
stringclasses
8 values
mineral_type
stringclasses
8 values
age
int64
14
65
gender
stringclasses
2 values
education_level
stringclasses
4 values
years_in_mining
float64
0
39
is_primary_income
bool
2 classes
role
stringclasses
7 values
hours_per_day
int64
4
16
days_per_week
int64
5
7
uses_ppe
bool
2 classes
has_training
bool
2 classes
site_size
stringclasses
4 values
formalization_status
stringclasses
4 values
uses_mercury
bool
2 classes
has_water_access
bool
2 classes
depth_meters
float64
1
100
monthly_production_kg
float64
0.01
99.3k
monthly_income_usd
float64
25.1
1.87k
sells_to
stringclasses
5 values
injury_past_year
bool
2 classes
respiratory_symptoms
bool
2 classes
mercury_exposure_symptoms
bool
2 classes
survey_year
int64
2.02k
2.02k
ASM-B9267F9F
SITE-0345
drc
tin
32
male
primary
10.7
true
processor
5
6
false
false
small_group
semi_formal
false
false
19.5
37.528
158.72
local_trader
true
false
false
2,020
ASM-9E23E6A4
SITE-0657
ethiopia
gemstones
48
male
primary
4.4
true
digger
9
6
false
false
small_group
informal
false
false
4.7
0.209
148.92
licensed_buyer
false
true
false
2,020
ASM-F2052C49
SITE-0621
zimbabwe
tin
28
male
none
14
true
processor
11
7
false
false
small_group
semi_formal
false
false
5.3
25.377
82.53
local_trader
true
false
false
2,020
ASM-FC2B7FC9
SITE-0720
drc
gold
30
male
tertiary
6.8
false
digger
10
5
false
false
individual
informal
true
false
32.3
0.014
121.1
local_trader
false
false
false
2,020
ASM-38F920E9
SITE-0189
drc
sand_gravel
31
male
primary
2.6
true
support_services
12
5
false
false
small_group
informal
false
false
9.1
6,402.653
180.08
local_trader
true
false
false
2,020
ASM-10D275AE
SITE-0641
ghana
coal
20
male
none
6
true
digger
10
5
false
false
individual
licensed
false
true
1
22.503
158.31
licensed_buyer
true
false
false
2,022
ASM-E13C10F9
SITE-0285
burkina_faso
diamond
36
female
primary
7.2
true
digger
10
5
false
false
small_group
cooperative
false
true
1
0.233
176.45
direct_export
true
false
true
2,023
ASM-677A9CD4
SITE-0790
tanzania
gold
25
male
primary
10.4
true
processor
10
6
false
false
small_group
semi_formal
true
false
9.3
0.02
386.85
licensed_buyer
false
false
false
2,023
ASM-F43C83C8
SITE-0798
tanzania
tin
27
male
none
11.7
true
processor
9
7
false
false
individual
informal
false
false
47
16.533
131.51
cooperative
false
true
false
2,023
ASM-ADBB9769
SITE-0624
ethiopia
coltan
26
male
primary
2
true
transporter
8
7
false
true
large
informal
false
true
2.7
74.638
197.3
local_trader
false
false
false
2,021
ASM-F26FB6E4
SITE-0946
nigeria
tin
27
male
primary
6.3
false
processor
8
6
false
false
medium
informal
false
true
42.7
117.351
92.8
local_trader
false
false
false
2,020
ASM-6E1DBDF1
SITE-0537
nigeria
gemstones
25
male
secondary
10.7
false
buyer_agent
4
7
false
false
large
informal
false
false
5
4.247
160.7
local_trader
false
true
false
2,019
ASM-261AFE1A
SITE-0025
ghana
sand_gravel
35
male
primary
7.7
true
processor
12
6
false
false
medium
informal
false
false
20.5
29,474.896
242.43
local_trader
true
true
false
2,024
ASM-8219BCB1
SITE-0606
tanzania
sand_gravel
31
male
primary
5.2
true
digger
8
7
false
false
small_group
semi_formal
false
false
5
4,932.986
234.25
local_trader
false
false
false
2,022
ASM-C9EFC051
SITE-0777
tanzania
tin
33
male
none
13.1
false
digger
6
6
false
false
small_group
informal
false
true
2
32.98
93.65
licensed_buyer
false
false
false
2,020
ASM-8DE534DF
SITE-0101
mali
other
57
female
primary
13
true
processor
8
6
false
true
individual
informal
false
false
5.7
14.92
161.42
local_trader
true
true
false
2,021
ASM-3EEF2433
SITE-0104
ethiopia
sand_gravel
31
male
secondary
0.5
true
processor
12
5
false
false
individual
cooperative
false
false
3.5
1,611.981
243.55
licensed_buyer
false
false
false
2,022
ASM-B86B6446
SITE-0273
mali
gold
39
female
primary
9
true
processor
9
7
false
false
small_group
semi_formal
true
true
8.7
0.067
447.71
licensed_buyer
true
true
false
2,021
ASM-17D4EDA7
SITE-0844
drc
tin
40
male
primary
10.4
true
digger
9
6
false
false
individual
semi_formal
false
true
12.9
19.079
166.95
local_trader
false
false
true
2,020
ASM-C6B18482
SITE-0527
ghana
gold
32
male
primary
6.4
true
digger
13
6
false
false
medium
informal
true
false
19.4
0.276
273.09
processing_plant
false
true
false
2,024
ASM-2F6051BF
SITE-0976
ghana
gold
36
male
primary
8.5
true
digger
10
6
false
false
individual
cooperative
true
false
9.7
0.04
459.23
local_trader
false
false
false
2,020
ASM-7AA841AF
SITE-0872
ethiopia
gold
33
male
primary
6.8
false
site_owner
8
6
false
false
individual
semi_formal
false
false
2
0.042
308.94
local_trader
true
true
false
2,022
ASM-58D24D8D
SITE-0554
zimbabwe
diamond
35
male
primary
10.1
true
transporter
5
6
false
false
small_group
informal
false
true
2.6
0.998
157.76
direct_export
false
false
false
2,020
ASM-CB4856D2
SITE-0679
drc
gold
27
male
primary
5.3
true
digger
10
6
false
true
small_group
semi_formal
true
false
5.8
0.08
324.01
local_trader
false
false
false
2,023
ASM-0E3CDF2C
SITE-0331
nigeria
gold
28
male
primary
5.4
true
processor
7
7
false
false
individual
informal
false
false
7.4
0.024
122.73
licensed_buyer
false
false
false
2,024
ASM-F799C09F
SITE-0090
ethiopia
gold
33
male
none
6.8
false
support_services
10
7
false
false
individual
cooperative
false
true
27.7
0.021
161.05
licensed_buyer
false
false
false
2,020
ASM-50D4029F
SITE-0398
burkina_faso
tin
14
female
primary
0
true
digger
8
6
false
false
small_group
informal
false
false
22
23.048
371.37
local_trader
false
true
false
2,019
ASM-2F9A6AB9
SITE-0592
ethiopia
sand_gravel
48
male
none
11.2
true
digger
9
6
false
false
medium
semi_formal
false
false
2.4
28,388.827
308.49
local_trader
true
true
false
2,020
ASM-CF480964
SITE-0182
tanzania
other
55
male
secondary
18.8
false
processor
10
7
false
false
individual
licensed
false
false
1
8.172
167.31
local_trader
false
false
false
2,019
ASM-82ED8E24
SITE-0221
burkina_faso
gold
35
male
primary
2.9
true
digger
5
6
false
true
medium
informal
true
true
5
0.28
445.19
licensed_buyer
true
false
true
2,019
ASM-8618C403
SITE-0014
mali
gold
40
male
primary
1.1
true
digger
9
6
false
true
small_group
cooperative
true
true
10.2
0.094
239.17
licensed_buyer
false
false
true
2,023
ASM-C0757508
SITE-0734
tanzania
sand_gravel
44
male
primary
13
true
support_services
8
6
false
true
medium
informal
false
false
3
7,632.425
47.32
cooperative
false
false
false
2,021
ASM-D71A6B97
SITE-0899
tanzania
gold
20
male
primary
6
true
site_owner
9
6
false
true
individual
licensed
true
false
5.7
0.009
802.95
licensed_buyer
true
false
true
2,023
ASM-64C79CDA
SITE-0827
ghana
other
42
male
secondary
1.3
true
site_owner
10
7
false
false
large
semi_formal
false
false
1
671.21
333.57
local_trader
false
true
false
2,022
ASM-F54A36AE
SITE-0379
ghana
coal
29
male
primary
6.7
false
support_services
9
6
false
false
small_group
informal
false
false
2.6
20.755
108.63
licensed_buyer
true
false
false
2,021
ASM-18877351
SITE-0593
drc
diamond
56
female
primary
15.6
true
digger
7
6
false
false
individual
informal
false
false
9.1
0.386
367.28
licensed_buyer
false
false
false
2,023
ASM-3713602D
SITE-0960
ghana
gold
31
male
primary
5.3
true
buyer_agent
6
6
false
true
medium
informal
true
false
2
0.137
1,068.17
licensed_buyer
false
true
true
2,019
ASM-0E7F5619
SITE-0591
zimbabwe
gold
42
female
secondary
9
false
support_services
5
7
false
true
small_group
semi_formal
true
true
8.5
0.04
219.74
cooperative
false
false
false
2,019
ASM-C7091E07
SITE-0295
ethiopia
diamond
31
male
tertiary
4.4
true
processor
9
5
false
false
individual
informal
false
true
1.8
0.184
134.2
processing_plant
false
true
false
2,020
ASM-82772E46
SITE-0338
mali
gold
55
female
primary
3.2
false
buyer_agent
10
7
false
true
medium
informal
true
false
25.5
0.258
338.04
local_trader
true
false
true
2,019
ASM-13946B01
SITE-0727
mali
gemstones
28
female
primary
14
true
equipment_owner
8
5
false
false
medium
informal
false
false
4.4
2.844
718.43
licensed_buyer
false
true
false
2,020
ASM-8CC450B9
SITE-0446
nigeria
tin
45
male
none
4.8
true
digger
10
6
false
true
individual
informal
false
true
9.2
4.569
86.54
cooperative
false
true
false
2,022
ASM-3A2A125F
SITE-0837
tanzania
gold
39
male
tertiary
6.2
true
digger
8
6
false
true
small_group
informal
false
true
10.6
0.026
330.78
local_trader
false
false
false
2,021
ASM-5CDC1458
SITE-0864
ethiopia
gold
37
male
secondary
7.9
false
transporter
8
5
false
false
small_group
informal
false
true
2
0.077
323.88
licensed_buyer
false
false
false
2,024
ASM-3A3874F2
SITE-0035
ghana
diamond
35
female
none
4.3
false
processor
6
5
false
false
individual
informal
false
true
4.3
0.464
269.49
processing_plant
false
false
false
2,023
ASM-405420E9
SITE-0723
tanzania
gold
26
male
primary
12
true
processor
8
7
false
false
small_group
semi_formal
true
true
23.2
0.094
238.63
cooperative
false
false
true
2,023
ASM-99C96227
SITE-0369
tanzania
tin
14
male
primary
0
false
digger
10
6
false
false
individual
informal
false
false
8.4
17.884
54.59
local_trader
true
true
false
2,024
ASM-BF25B2DE
SITE-0519
zimbabwe
coltan
44
male
none
2.3
true
digger
11
7
false
true
individual
informal
false
false
14.2
9.73
352.96
local_trader
true
false
true
2,024
ASM-0DC98DAC
SITE-0264
drc
gemstones
28
male
secondary
14
false
digger
8
5
false
false
individual
informal
false
false
1
0.081
223.71
local_trader
false
false
false
2,019
ASM-2A344DD1
SITE-0368
drc
gold
45
male
secondary
9.2
true
processor
10
5
false
false
individual
informal
false
true
17.2
0.008
318.71
direct_export
false
true
false
2,020
ASM-166B8A98
SITE-0330
ethiopia
gold
37
male
none
9.9
true
digger
11
6
false
false
medium
informal
false
false
2
0.046
547.26
local_trader
false
false
false
2,019
ASM-59E34053
SITE-0050
zimbabwe
gemstones
45
male
tertiary
6.9
true
digger
7
5
false
false
small_group
semi_formal
false
false
1.2
0.582
81.65
local_trader
false
false
false
2,024
ASM-CFDD82F7
SITE-0782
drc
tin
41
male
secondary
6.1
true
support_services
9
6
false
false
individual
semi_formal
false
false
2
7.935
167
licensed_buyer
false
false
false
2,019
ASM-4EAF2EED
SITE-0143
tanzania
coal
14
male
primary
0
true
processor
9
7
false
false
individual
informal
false
true
3.2
49.034
282.41
processing_plant
true
false
false
2,021
ASM-2A65F8F9
SITE-0375
burkina_faso
diamond
39
male
primary
3.1
true
support_services
11
6
false
false
small_group
informal
false
true
2
0.698
46.66
licensed_buyer
false
true
false
2,020
ASM-E2A9D52B
SITE-0193
drc
sand_gravel
30
female
secondary
16
true
digger
7
7
false
false
small_group
licensed
false
true
2.7
8,501.344
371.37
local_trader
false
true
false
2,022
ASM-516E8ADA
SITE-0160
nigeria
gold
45
male
primary
8.4
true
processor
9
6
false
false
small_group
informal
false
true
2
0.092
442.72
direct_export
false
false
false
2,021
ASM-46A5A7F1
SITE-0373
nigeria
gold
39
male
tertiary
2.2
true
transporter
8
5
false
true
individual
cooperative
true
true
6.4
0.024
118.98
local_trader
true
false
true
2,024
ASM-2E58DDF6
SITE-0918
ghana
gemstones
39
male
none
1.7
true
support_services
9
6
false
false
medium
informal
false
true
1
0.746
127.63
local_trader
false
false
true
2,022
ASM-21A9EE76
SITE-0944
tanzania
gold
30
male
secondary
4.4
true
transporter
11
6
false
false
large
semi_formal
true
false
13
0.172
187.68
direct_export
false
true
false
2,020
ASM-3BF08521
SITE-0381
drc
gemstones
24
male
primary
5
true
buyer_agent
11
5
false
true
medium
informal
false
false
12.5
2.511
700.8
cooperative
true
false
false
2,024
ASM-67DB48D3
SITE-0505
tanzania
gold
29
male
primary
1.7
true
digger
11
6
false
false
medium
semi_formal
false
true
7.4
0.053
547.16
direct_export
true
false
false
2,024
ASM-12A06AB5
SITE-0985
ghana
gold
15
male
secondary
1
false
digger
7
6
false
false
individual
informal
true
true
4.6
0.032
558.15
licensed_buyer
false
true
false
2,022
ASM-DC8DF559
SITE-0234
mali
gold
27
male
none
11.9
false
buyer_agent
8
6
false
false
small_group
semi_formal
true
true
19.6
0.06
804.31
cooperative
false
false
false
2,024
ASM-8ECC3FBF
SITE-0944
burkina_faso
gemstones
18
male
none
4
true
processor
11
6
false
false
individual
licensed
false
false
1
0.287
229.09
local_trader
false
true
false
2,023
ASM-D8E592EE
SITE-0105
ghana
gemstones
19
female
primary
5
true
digger
10
7
false
false
medium
informal
false
false
1
2.925
371.56
local_trader
true
false
false
2,019
ASM-F459B74A
SITE-0225
ethiopia
gold
34
male
none
5.4
true
digger
8
6
false
true
medium
semi_formal
true
false
30.2
0.07
68.56
local_trader
false
false
false
2,022
ASM-3DC3E802
SITE-0338
ethiopia
gold
38
male
none
9.7
true
site_owner
7
6
false
true
individual
informal
true
true
2
0.033
457.93
local_trader
false
false
true
2,023
ASM-8658ECD5
SITE-0037
nigeria
gold
33
male
primary
13.8
true
digger
4
5
false
false
medium
informal
false
false
36.2
0.091
289.17
local_trader
false
true
false
2,022
ASM-5D61D180
SITE-0815
tanzania
gold
28
male
none
10.8
true
processor
5
7
false
true
small_group
informal
true
true
3.1
0.025
362.85
direct_export
false
false
false
2,024
ASM-081E7D09
SITE-0855
ethiopia
coal
24
male
none
9
false
digger
8
6
false
true
large
semi_formal
false
true
2.3
676.201
159.49
licensed_buyer
false
true
false
2,021
ASM-AF89EC6B
SITE-0383
nigeria
gold
30
female
none
16
false
digger
8
7
false
false
large
licensed
true
false
2.5
0.514
266.86
licensed_buyer
false
false
true
2,022
ASM-E80B2031
SITE-0836
zimbabwe
gold
25
male
secondary
5.8
true
processor
9
7
false
false
individual
semi_formal
true
false
2
0.01
416.87
local_trader
false
false
false
2,022
ASM-B8305C76
SITE-0772
drc
gold
32
male
none
5.8
false
digger
10
6
false
false
medium
semi_formal
true
false
8.6
0.195
75.16
cooperative
false
false
false
2,022
ASM-5E67AD16
SITE-0801
zimbabwe
coltan
18
male
secondary
4
false
transporter
13
6
false
false
individual
informal
false
false
15.9
19.563
82.78
local_trader
false
true
false
2,022
ASM-48B1A8C1
SITE-0802
drc
tin
40
male
none
8.3
true
digger
7
6
false
false
small_group
informal
false
true
24.9
6.371
372.93
local_trader
false
false
false
2,023
ASM-6D1E2843
SITE-0573
drc
tin
27
male
none
8.1
false
site_owner
5
6
false
false
small_group
semi_formal
false
false
2
16.177
386.92
processing_plant
false
true
false
2,022
ASM-7CE17665
SITE-0110
zimbabwe
coltan
37
male
primary
1.9
true
processor
7
6
false
false
individual
informal
false
true
15
14.667
233.39
local_trader
false
false
false
2,020
ASM-9B62FC50
SITE-0923
drc
other
42
male
primary
15
false
digger
12
6
false
false
medium
licensed
false
false
7.2
256.403
73.47
local_trader
false
true
true
2,021
ASM-354AADBB
SITE-0608
mali
diamond
36
male
primary
9.6
true
transporter
9
7
false
false
small_group
licensed
false
true
2.2
0.629
46.98
local_trader
false
true
false
2,023
ASM-317A0D62
SITE-0901
drc
sand_gravel
41
male
secondary
0.5
true
processor
11
6
false
false
small_group
informal
false
true
1.3
4,589.73
127.16
local_trader
true
false
false
2,021
ASM-BB94080D
SITE-0959
mali
tin
14
male
primary
0
true
digger
7
5
false
false
small_group
informal
false
true
27.8
11.316
232.38
cooperative
false
true
false
2,023
ASM-FD8CC29C
SITE-0187
drc
gold
28
male
none
14
true
digger
7
5
false
false
small_group
informal
false
false
5.1
0.029
394.64
cooperative
false
false
false
2,020
ASM-2F039355
SITE-0402
nigeria
gemstones
44
male
secondary
5
true
processor
5
5
false
true
individual
informal
false
false
7.3
0.477
108.29
licensed_buyer
false
false
false
2,024
ASM-4D39DB55
SITE-0192
zimbabwe
coltan
38
male
none
7.9
false
digger
8
7
false
false
individual
informal
false
true
8.7
3.103
177.12
local_trader
false
true
false
2,019
ASM-17A84507
SITE-0050
nigeria
tin
51
male
secondary
3.3
false
site_owner
9
6
false
false
individual
informal
false
true
14.9
14.248
1,198.38
local_trader
false
true
false
2,023
ASM-1F759FA3
SITE-0966
ethiopia
gold
50
male
primary
34.5
true
processor
10
7
false
false
medium
semi_formal
true
true
8.3
0.19
106.87
local_trader
false
true
true
2,019
ASM-F76C589C
SITE-0923
ghana
gold
36
male
primary
7.1
true
digger
10
6
false
true
individual
informal
true
false
29.4
0.04
67.52
licensed_buyer
true
false
true
2,020
ASM-A6AB1C83
SITE-0931
ethiopia
sand_gravel
30
male
primary
5.2
true
digger
12
7
false
false
small_group
cooperative
false
false
1.6
2,613.965
196.32
cooperative
false
false
false
2,024
ASM-06F0ADC3
SITE-0883
ghana
gold
23
male
primary
9
true
digger
8
6
false
false
small_group
semi_formal
false
false
2.4
0.067
544.47
processing_plant
false
true
false
2,021
ASM-DBFD1EB5
SITE-0648
burkina_faso
gold
28
male
primary
2.8
true
digger
9
7
false
true
medium
semi_formal
true
false
13.1
0.201
494.74
licensed_buyer
true
false
true
2,020
ASM-72F10104
SITE-0522
burkina_faso
gold
29
male
tertiary
15
true
processor
8
6
false
false
medium
informal
true
true
38.2
0.257
158.31
local_trader
true
false
true
2,024
ASM-2AB419FA
SITE-0991
nigeria
diamond
27
male
primary
6.6
true
digger
7
6
false
true
individual
informal
false
true
1.6
0.5
93.66
local_trader
false
true
false
2,021
ASM-C1985EE6
SITE-0552
ghana
gemstones
24
male
secondary
10
true
processor
9
6
false
false
small_group
informal
false
false
5.4
0.727
154.85
licensed_buyer
false
false
false
2,024
ASM-8445DDCB
SITE-0642
mali
tin
37
male
none
9.2
true
digger
8
6
false
false
individual
licensed
false
false
2.3
13.936
370.25
local_trader
false
false
false
2,023
ASM-20A80BBA
SITE-0211
nigeria
sand_gravel
50
male
none
6.2
false
support_services
12
5
false
false
large
licensed
false
true
8.1
30,764.153
157.05
licensed_buyer
false
false
false
2,022
ASM-982F81CB
SITE-0746
zimbabwe
diamond
42
male
primary
1.9
false
processor
7
6
false
false
small_group
informal
false
false
4.8
0.553
253.74
processing_plant
false
true
true
2,021
ASM-A17DB63A
SITE-0819
drc
gold
30
male
tertiary
8.3
false
site_owner
8
6
false
false
individual
informal
true
true
10
0.04
788.1
processing_plant
false
true
false
2,021
ASM-B9FEA179
SITE-0678
tanzania
gold
43
female
primary
3.9
true
processor
6
6
false
false
individual
informal
true
true
17.5
0.048
175.31
licensed_buyer
false
false
false
2,021
ASM-B789DA4A
SITE-0498
ghana
gold
36
male
secondary
8.1
true
digger
9
6
false
false
medium
informal
true
false
6.6
0.097
75.23
licensed_buyer
true
true
true
2,020